Yovanovitch, Twitter, 11/16/2019 10:04:51 AM, 216559
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Yovanovitch_2019-11-15_23-28-22.xlsx
Yovanovitch_2019-11-15_23-28-22.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
November 16, 2019
Short Description:
Yovanovitch via NodeXL http://bit.ly/2qX9JOV
@realdonaldtrump
@mcfaul
@repadamschiff
@devinnunes
@speakerpelosi
@repmarkmeadows
@redpainter1
@thehill
@mmpadellan
@rnicholasburns

Top hashtags:
#bravomasha
#yovanovitch
#impeachmenthearings
#impeachmenthearing
#ukraine

Description:
Description
The graph represents a network of 11,492 Twitter users whose recent tweets contained "Yovanovitch", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 16 November 2019 at 08:31 UTC.

The tweets in the network were tweeted over the 51-minute period from Saturday, 16 November 2019 at 06:36 UTC to Saturday, 16 November 2019 at 07:28 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 11492
Unique Edges : 23004
Edges With Duplicates : 2886
Total Edges : 25890
Self-Loops : 1817
Reciprocated Vertex Pair Ratio : 0.000305503426002706
Reciprocated Edge Ratio : 0.000610820244328098
Connected Components : 447
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 10763
Maximum Edges in a Connected Component : 25074
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.465183
Graph Density : 0.000173564607819864
Modularity : 0.596377
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 11,492 Twitter users whose recent tweets contained "Yovanovitch", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 16 November 2019 at 08:31 UTC.

The tweets in the network were tweeted over the 51-minute period from Saturday, 16 November 2019 at 06:36 UTC to Saturday, 16 November 2019 at 07:28 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Yovanovitch
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[112] https://thefederalist.com/2019/11/15/marie-yovanovitch-admits-there-was-no-crime-no-bribery-from-trump-on-ukraine/
[58] https://trib.al/JwdAkUV
[45] https://twitter.com/podsaveamerica/status/1195442866228563968
[38] https://www.foxnews.com/media/marie-yovanovitch-president-trump-impeachment-hearing
[28] https://twitter.com/tomfitton/status/1195337044395999235
[28] https://www.cbsnews.com/live-news/trump-impeachment-public-hearing-live-stream-testimony-marie-yovanovitch-today-2019-11-15/
[27] https://twitter.com/danrather/status/1195387671247388672
[26] https://hannity.com/media-room/simple-question-yovanovitch-says-no-when-asked-if-she-has-any-information-on-criminal-activity/
[24] https://thehill.com/homenews/house/470707-audience-applauds-gop-microphone-turned-off-at-end-of-yovanovitch-hearing
[24] https://johnsolomonreports.com/the-15-essential-questions-for-marie-yovanovitch-americas-former-ambassador-to-ukraine/

Top URLs in Tweet in G1:
[102] https://thefederalist.com/2019/11/15/marie-yovanovitch-admits-there-was-no-crime-no-bribery-from-trump-on-ukraine/
[28] https://twitter.com/tomfitton/status/1195337044395999235
[22] https://hannity.com/media-room/simple-question-yovanovitch-says-no-when-asked-if-she-has-any-information-on-criminal-activity/
[17] https://gop.com/schiff-show-fact-check-bad-news-burisma
[16] https://johnsolomonreports.com/the-15-essential-questions-for-marie-yovanovitch-americas-former-ambassador-to-ukraine/
[16] https://nypost.com/2019/11/15/marie-yovanovitch-admits-obama-admin-prepped-her-on-hunter-biden-before-her-confirmation/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[15] https://www.redstate.com/bonchie/2019/11/15/sure-looks-like-marie-yovanovitch-committed-perjury-testimony/
[15] https://theconservativetreehouse.com/2019/11/15/lying-to-congress-marie-yovanovitch-was-prepped-by-obama-administration-about-issues-with-hunter-biden-and-burisma/
[13] https://www.thegatewaypundit.com/2019/11/wow-fired-ambassador-yovanovitch-lies-changes-her-story-about-burisma-during-testimony-shouldnt-she-be-roger-stoned/
[13] https://www.foxnews.com/media/marie-yovanovitch-president-trump-impeachment-hearing

Top URLs in Tweet in G2:
[42] https://twitter.com/podsaveamerica/status/1195442866228563968
[23] https://twitter.com/danrather/status/1195387671247388672
[15] https://actionnetwork.org/letters/tell-congress-draw-up-articles-of-impeachment-against-trump
[10] https://rantt.com/yovanovitch-hearing-trump-witness-intimidation
[9] https://trib.al/JwdAkUV
[5] https://www.politico.com/news/2019/11/15/yovanovitch-impeachment-hearings-live-highlights-and-updates-071053
[5] https://www.msnbc.com/msnbc/watch/sen-mccaskill-i-am-so-proud-of-yovanovitch-and-what-she-has-given-73534533838
[5] https://thehill.com/homenews/house/470707-audience-applauds-gop-microphone-turned-off-at-end-of-yovanovitch-hearing
[4] https://twitter.com/realDonaldTrump/status/1195356198347956224
[4] https://twitter.com/AmyMcGrathKY/status/1195450434141458432

Top URLs in Tweet in G3:
[4] https://thehill.com/homenews/house/470707-audience-applauds-gop-microphone-turned-off-at-end-of-yovanovitch-hearing
[3] https://www.esquire.com/news-politics/politics/a29815760/marie-yovanovitch-impeachment-testimony-standing-ovation/
[3] https://www.cnn.com/videos/politics/2019/11/15/jim-jordan-giuliani-smear-yovanovitch-raju-tsr-vpx.cnn
[3] https://twitter.com/McFaul/status/1195538747535659008
[3] https://twitter.com/christinawilkie/status/1195437755884560389
[3] https://www.nytimes.com/2019/11/15/us/politics/marie-yovanovitch-testimony.html?smid=nytcore-ios-share
[2] https://twitter.com/mcfaul/status/1195538747535659008
[2] https://twitter.com/gingrpimpernel/status/1195594400568684544
[2] https://www.dailykos.com/stories/2019/11/15/1899714/-In-a-moving-moment-Ambassador-Yovanovitch-speaks-to-the-consequences-of-Trump-s-corruption
[2] https://slate.com/news-and-politics/2019/11/watch-trump-impeachment-hearing-live-marie-yovanovitch.html?via=rss_socialflow_twitter

Top URLs in Tweet in G4:
[4] https://www.theguardian.com/us-news/2019/nov/15/trump-impeachment-inquiry-marie-yovanovitch?CMP=share_btn_tw
[2] https://www.politicususa.com/2019/11/15/trump-federal-crim-witness-intimidation.html
[2] https://www.newsandguts.com/video/video-of-the-day-standing-ovation-for-marie-yovanovitch/
[1] https://www.politicususa.com/2019/11/15/rudy-giuliani-marie-yovanovitch-testimony.html
[1] https://www.politicususa.com/2019/11/15/trump-marie-yovanovitch-witness-intimidation.html
[1] https://www.politicususa.com/2019/11/15/when-threatened-trump-lashes-out-at-strong-women-like-yovanovitch.html
[1] https://www.washingtonpost.com/opinions/2019/11/13/free-career-advice-john-bolton/
[1] https://www.pbs.org/newshour/show/yovanovitch-describes-weakened-state-department-questions-smear-campaign
[1] https://twitter.com/RepAdamSchiff/status/1195382103745150990
[1] https://twitter.com/daweiner/status/1195372977686294529

Top URLs in Tweet in G5:
[6] https://trib.al/JwdAkUV
[3] https://twitter.com/FaceTheNation/status/1195481643978498049
[2] https://www.politifact.com/truth-o-meter/article/2019/nov/15/5-key-moments-during-marie-yovanovitchs-impeachmen/
[2] https://www.cbsnews.com/live-news/trump-impeachment-public-hearing-live-stream-testimony-marie-yovanovitch-today-2019-11-15/
[2] https://www.newyorker.com/news/letter-from-trumps-washington/in-trumps-jaded-capital-marie-yovanovitchs-uncynical-outrage
[2] https://tweetedtimes.com/lilyallen?s=tnp
[1] https://www.cbsnews.com/news/nancy-pelosi-impeachment-hearing-pelosi-says-trumps-public-attacks-of-witnesses-very-significant-to-impeachment/?ftag=CNM-00-10aab7b&linkId=77134785
[1] https://www.rawstory.com/2019/11/im-sorry-is-there-a-question-there-yovanovitch-snaps-back-at-jim-jordans-jumbled-posturing/
[1] https://thehill.com/homenews/house/470707-audience-applauds-gop-microphone-turned-off-at-end-of-yovanovitch-hearing
[1] https://www.huffpost.com/entry/marie-yovanovitch-trump-impeachment-hearing_n_5dcdcaefe4b0d2e79f89914a?ncid=tweetlnkushpmg00000067

Top URLs in Tweet in G6:
[4] https://thefederalist.com/2019/11/15/marie-yovanovitch-admits-there-was-no-crime-no-bribery-from-trump-on-ukraine/
[4] https://www.youtube.com/watch?v=DddWN4425-0&feature=youtu.be

[3] https://www.washingtonexaminer.com/news/yovanovitch-says-obama-administration-prepped-her-to-answer-questions-about-hunter-biden-during-confirmation?fbclid=IwAR1D-dYokY2TGUuZgAP1Ae5VSfkn4WIUJGDBG3UYnH5NhJSl3AeIVtP2d7w
[3] https://www.washingtonpost.com/opinions/2019/11/15/yovanovitch-hearing-confirms-that-trump-is-running-thugocracy/
[3] https://www.youtube.com/watch?v=GYYpe9LTDHc&feature=youtu.be

[3] https://www.theepochtimes.com/yovanovitch-demanded-firing-of-top-ukrainian-prosecutor-amid-nations-presidential-election_3147700.html
[2] https://www.youtube.com/channel/UC1h1a4IkUVc4fumhmRpqXSA/live
[2] https://hannity.com/media-room/simple-question-yovanovitch-says-no-when-asked-if-she-has-any-information-on-criminal-activity/
[2] https://twitter.com/gatewaypundit/status/1195476332039352322
[2] https://www.9news.com/article/news/nation-world/marie-yovanovitch-impeachment-investigation-trump-testimony-applause/507-83b7b97d-3f38-4d22-9332-192a0d0b62e8

Top URLs in Tweet in G7:
[13] https://thehill.com/homenews/house/470707-audience-applauds-gop-microphone-turned-off-at-end-of-yovanovitch-hearing
[9] https://thehill.com/homenews/house/470572-live-coverage-ex-ukraine-ambassador-testifies-in-public-impeachment-hearing
[6] https://thehill.com/homenews/administration/470700-trump-defends-yovanovitch-attack-i-have-freedom-of-speech
[6] https://twitter.com/johndwestbrook/status/1195475265188777985
[5] https://www.politicususa.com/2019/11/15/marie-yovanovitch-standing-ovation.html
[4] https://thehill.com/homenews/media/470652-bret-baier-says-trump-attacking-yovanovitch-could-be-article-of-impeachment
[4] https://trib.al/gZxKpUS
[4] https://www.dailykos.com/stories/2019/11/15/1899714/-In-a-moving-moment-Ambassador-Yovanovitch-speaks-to-the-consequences-of-Trump-s-corruption
[4] https://www.theatlantic.com/politics/archive/2019/11/marie-yovanovitch/602092/?utm_source=twitter&utm_medium=social&utm_campaign=share
[4] https://twitter.com/atrupar/status/1195420906669182981

Top URLs in Tweet in G8:
[8] https://trib.al/gZxKpUS
[3] https://www.c-span.org/video/?466135-1/impeachment-hearing-ukraine-ambassador-marie-yovanovitch
[2] https://www.rawstory.com/2019/11/trumps-attack-on-yovanovitch-is-exactly-what-republicans-hoped-wouldnt-happen-fox-news-producer/#.Xc9c_BWRL1U.twitter
[2] https://www.politico.com/news/2019/11/15/yovanovitch-impeachment-hearings-live-highlights-and-updates-071053
[2] https://www.washingtontimes.com/news/2019/nov/15/marie-yovanovitch-admits-obama-officials-leery-hun/
[2] https://www.youtube.com/watch?v=DwfaVXRP6fA

[2] https://twitter.com/danrather/status/1195387671247388672
[2] https://www.foxnews.com/media/gregg-jarrett-on-president-trump-attacking-marie-yovanovitch-during-impeachment-hearing-he-had-no-choice
[2] https://www.usatoday.com/story/news/politics/2019/11/15/trump-tweets-attack-ex-ukraine-ambassador-marie-yovanovitch/4201727002/
[2] https://twitter.com/realdonaldtrump/status/1195356198347956224

Top URLs in Tweet in G9:
[10] https://www.newyorker.com/news/letter-from-trumps-washington/in-trumps-jaded-capital-marie-yovanovitchs-uncynical-outrage
[5] https://twitter.com/search?f=tweets&vertical=default&q=I%20hired%20Donald%20Trump%20to%20fire%20people%20like%20Yovanovitch&src=typd
[3] https://www.thenation.com/article/attempted-bribery-yovanovitch-pelosi/
[3] https://www.politico.com/news/2019/11/15/trump-yovanovitch-impeachment-071234
[2] https://nbcnews.trib.al/TQlzkcg
[2] https://nbcnews.trib.al/XC5YHyU
[2] https://www.cnn.com/videos/politics/2019/11/15/adam-schiff-yovanovitch-testimony-impeachment-inquiry-sot-vpx.cnn
[2] https://www.npr.org/2019/11/15/780023566/special-report-what-you-need-to-know-from-marie-yovanovitchs-public-testimony?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.buzzfeednews.com/article/ryanhatesthis/donald-trump-fire-people-like-yovanovitch-coordinated
[2] https://twitter.com/sbg1/status/1195539785097580545

Top URLs in Tweet in G10:
[3] https://www.youtube.com/watch?v=9pkh8zi_eic

[1] https://www.rawstory.com/2019/11/republicans-privately-concede-democrats-are-winning-the-narrative-on-impeachment-politico-reporter/
[1] https://www.vanityfair.com/news/2019/11/ambassador-masha-yovanovitch-state-department-ukraine-impeachment-inquiry
[1] https://twitter.com/RepSeanMaloney/status/1195451449054040064
[1] https://twitter.com/latimes/status/1195583026375340035
[1] https://www.vox.com/policy-and-politics/2019/11/15/20966518/impeachment-hearings-yovanovitch-state-pompeo-trump?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/events/1195396761952514048
[1] https://twitter.com/search?f=tweets&vertical=default&q=I%20hired%20Donald%20Trump%20to%20fire%20people%20like%20Yovanovitch&src=typd
[1] https://actionnetwork.org/letters/tell-congress-draw-up-articles-of-impeachment-against-trump

Top Domains
Top Domains in Tweet in Entire Graph:
[405] twitter.com
[144] trib.al
[118] thefederalist.com
[86] thehill.com
[83] foxnews.com
[71] youtube.com
[62] thegatewaypundit.com
[54] breitbart.com
[35] washingtonpost.com
[32] cbsnews.com

Top Domains in Tweet in G1:
[107] thefederalist.com
[99] twitter.com
[48] thegatewaypundit.com
[42] breitbart.com
[36] youtube.com
[27] foxnews.com
[22] hannity.com
[20] gop.com
[19] redstate.com
[19] theconservativetreehouse.com

Top Domains in Tweet in G2:
[117] twitter.com
[36] trib.al
[15] msnbc.com
[15] actionnetwork.org
[14] politico.com
[10] rawstory.com
[10] washingtonpost.com
[10] rantt.com
[9] thehill.com
[8] cnn.com

Top Domains in Tweet in G3:
[18] twitter.com
[12] trib.al
[9] slate.com
[5] nytimes.com
[4] cnn.com
[4] thehill.com
[4] nbcnews.com
[3] esquire.com
[2] dailykos.com
[2] newyorker.com

Top Domains in Tweet in G4:
[5] politicususa.com
[5] twitter.com
[4] theguardian.com
[2] newsandguts.com
[1] washingtonpost.com
[1] pbs.org
[1] cnn.com
[1] thehill.com

Top Domains in Tweet in G5:
[8] twitter.com
[7] huffpost.com
[6] trib.al
[4] politifact.com
[4] mediaite.com
[3] cbsnews.com
[3] tweetedtimes.com
[2] newyorker.com
[1] rawstory.com
[1] thehill.com

Top Domains in Tweet in G6:
[16] youtube.com
[6] twitter.com
[4] thefederalist.com
[3] washingtonexaminer.com
[3] washingtonpost.com
[3] theepochtimes.com
[2] dailycaller.com
[2] hannity.com
[2] breitbart.com
[2] 9news.com

Top Domains in Tweet in G7:
[45] thehill.com
[24] twitter.com
[9] trib.al
[8] dailykos.com
[7] apnews.com
[5] theatlantic.com
[5] politicususa.com
[4] huffpost.com
[3] rawstory.com
[2] bloomberg.com

Top Domains in Tweet in G8:
[14] trib.al
[9] twitter.com
[4] foxnews.com
[3] c-span.org
[2] thegatewaypundit.com
[2] rawstory.com
[2] politico.com
[2] jonlionartist.com
[2] washingtontimes.com
[2] wsj.com

Top Domains in Tweet in G9:
[17] twitter.com
[11] newyorker.com
[9] trib.al
[8] buzzfeednews.com
[5] politico.com
[3] nbcnews.com
[3] thenation.com
[3] mediaite.com
[2] cnn.com
[2] npr.org

Top Domains in Tweet in G10:
[4] twitter.com
[3] youtube.com
[1] rawstory.com
[1] vanityfair.com
[1] vox.com
[1] actionnetwork.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1249] bravomasha
[969] yovanovitch
[207] impeachmenthearings
[159] impeachmenthearing
[138] ukraine
[91] trump
[70] impeachinghearings
[69] yovanovitchisapatriot
[43] fsproud
[35] marieyovanovitch



Top Hashtags in Tweet in G1:
[375] yovanovitch
[107] ukraine
[71] impeachmenthearings
[42] trump
[26] impeachinghearings
[20] impeachmenthearing
[16] maga
[15] impeachmenthoax
[15] yovanovich
[12] hunterbiden

Top Hashtags in Tweet in G2:
[135] bravomasha
[53] yovanovitch
[52] impeachmenthearing
[35] impeachmenthearings
[31] yovanovitchisapatriot
[28] trump
[14] impeachinghearings
[11] donaldtrump
[7] yovanovich
[7] fsproud

Top Hashtags in Tweet in G3:
[922] bravomasha
[17] ambassadoryovanovitch
[17] fsproud
[9] yovanovitch
[8] impeachmenthearing
[5] yovanovitchisapatriot
[4] russia
[3] impeachinghearings
[3] impeachmenthearings
[3] trump

Top Hashtags in Tweet in G4:
[36] bravomasha
[4] impeachmenthearings
[4] impeachmenthearing
[4] impeachmentpbs
[2] yovanovitchisapatriot
[2] publichearings
[2] 45s
[1] yavonovichisapatriot
[1] yovanovitch
[1] taylor

Top Hashtags in Tweet in G5:
[36] bravomasha
[10] yovanovitch
[6] jacksonlee
[5] impeachmenthearing
[3] yovanovitchisapatriot
[2] chriswallace
[1] impeachmenthearings
[1] impeachinghearings
[1] witnessintimidation
[1] impeachmentiscoming

Top Hashtags in Tweet in G6:
[424] yovanovitch
[11] marieyovanovitch
[8] impeachmenthearing
[8] impeachmentinquiry
[8] perjury
[7] ukraine
[5] stevecastor
[4] impeachinghearings
[4] impeachment
[3] bodylanguage

Top Hashtags in Tweet in G7:
[64] impeachmenthearings
[30] bravomasha
[13] trumpbriberycrimes
[12] impeachmenthearing
[9] yovanovitch
[6] presidementia
[6] yovanovitchisapatriot
[5] impeachinghearings
[5] onevoice1
[5] usrc

Top Hashtags in Tweet in G8:
[22] bravomasha
[11] yovanovitch
[9] impeachmentinquiry
[6] impeachmenthearings
[6] impeachmenthearing
[4] witnessintimidation
[4] marieyovanovitch
[3] myhousemyamerica
[2] yovanovitchisapatriot
[2] fsproud

Top Hashtags in Tweet in G9:
[16] bravomasha
[13] fsproud
[9] yovanovitch
[5] foreignservice
[4] impeachinghearings
[4] impeachmenthearing
[3] ukraine
[3] impeachmenthearings
[2] articleiipodcast
[2] yovanovitchisapatriot

Top Hashtags in Tweet in G10:
[19] bravomasha
[7] yovanovitchisapatriot
[6] trumpbriberycrimes
[4] defendourdemocracy
[3] spanky
[2] democrats
[1] il08
[1] talktorudy
[1] yovanovich
[1] trump

Top Words
Top Words in Tweet in Entire Graph:
[26883] Words in Sentiment List#1: Positive
[24175] Words in Sentiment List#2: Negative
[217] Words in Sentiment List#3: Angry/Violent
[564741] Non-categorized Words
[615799] Total Words
[18184] yovanovitch
[6772] trump
[6250] ambassador
[5459] s
[5262] marie

Top Words in Tweet in G1:
[5173] yovanovitch
[1830] trump
[1689] fired
[1655] ambassador
[1328] s
[1209] president
[1118] marie
[1045] obama
[964] biden
[844] witness

Top Words in Tweet in G2:
[5225] yovanovitch
[2010] marie
[1756] trump
[1486] ambassador
[1469] testimony
[1462] s
[1351] fired
[1098] president
[999] today
[719] hearing

Top Words in Tweet in G3:
[1438] yovanovitch
[1034] ambassador
[1019] today
[1006] testimony
[999] s
[963] #bravomasha
[891] moved
[847] retweet
[266] marie
[131] trump

Top Words in Tweet in G4:
[825] yovanovitch
[530] gop
[493] testimony
[457] trump
[370] amb
[323] hearing
[296] people
[284] congressional
[283] applause
[280] cried

Top Words in Tweet in G5:
[845] yovanovitch
[540] testimony
[436] during
[435] tweet
[426] trump's
[425] think
[425] way
[424] speakerpelosi
[421] full
[421] over

Top Words in Tweet in G6:
[432] #yovanovitch
[404] devinnunes
[402] watch
[393] here
[391] doing
[390] retweet
[368] yovanovitch
[152] trump
[139] fired
[88] s

Top Words in Tweet in G7:
[782] yovanovitch
[441] trump
[330] marie
[243] s
[212] ambassador
[195] testimony
[194] president
[187] amb
[181] today
[152] face

Top Words in Tweet in G8:
[558] yovanovitch
[468] ambassador
[429] trump
[322] president
[316] ukraine
[276] s
[255] story
[231] marie
[204] testimony
[182] yovanovitch's

Top Words in Tweet in G9:
[488] yovanovitch
[176] s
[158] marie
[144] trump
[138] testimony
[122] ambassador
[103] applause
[103] amb
[91] public
[83] room

Top Words in Tweet in G10:
[432] yovanovitch
[330] trump
[203] done
[197] ambassador
[148] hearing
[140] today
[125] twitter
[117] gop
[108] rep
[104] trump's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4838] marie,yovanovitch
[3841] ambassador,yovanovitch
[1974] amb,yovanovitch
[1901] yovanovitch,s
[1354] s,testimony
[1287] testimony,today
[1281] donald,trump
[1166] moved,ambassador
[1128] during,testimony
[1125] today,retweet

Top Word Pairs in Tweet in G1:
[1050] ambassador,yovanovitch
[1050] marie,yovanovitch
[490] hunter,biden
[441] amb,yovanovitch
[417] information,regarding
[392] president,trump
[386] fire,people
[376] witness,ambassador
[368] people,yovanovitch
[363] criminal,activity

Top Word Pairs in Tweet in G2:
[1889] marie,yovanovitch
[818] ambassador,yovanovitch
[533] amb,yovanovitch
[379] state,department
[341] witness,intimidation
[330] yovanovitch,s
[296] donald,trump
[294] fired,yovanovitch
[293] real,time
[287] hearing,room

Top Word Pairs in Tweet in G3:
[949] ambassador,yovanovitch
[881] testimony,today
[859] yovanovitch,s
[856] s,testimony
[847] moved,ambassador
[846] today,retweet
[846] retweet,#bravomasha
[246] marie,yovanovitch
[91] amb,yovanovitch
[67] mcfaul,expobear1

Top Word Pairs in Tweet in G4:
[365] amb,yovanovitch
[282] congressional,hearing
[278] cried,congressional
[269] donald,trump
[257] gop,clearly
[257] clearly,stunned
[257] stunned,eruption
[257] eruption,applause
[257] applause,amb
[257] yovanovitch,end

Top Word Pairs in Tweet in G5:
[426] during,testimony
[418] trump's,tweet
[414] think,part
[414] part,insecurity
[414] insecurity,impostor
[414] impostor,knows
[414] knows,full
[414] full,well
[411] speakerpelosi,trump's
[411] tweet,yovanovitch

Top Word Pairs in Tweet in G6:
[390] devinnunes,#yovanovitch
[389] #yovanovitch,doing
[389] doing,here
[389] here,watch
[389] watch,retweet
[62] ambassador,yovanovitch
[62] marie,yovanovitch
[50] amb,yovanovitch
[34] donald,trump
[31] state,dept

Top Word Pairs in Tweet in G7:
[302] marie,yovanovitch
[172] amb,yovanovitch
[113] ambassador,yovanovitch
[97] adam,schiff
[84] trump,s
[72] yovanovitch,adam
[70] yovanovitch,s
[65] face,amb
[65] schiff,asked
[65] asked,trump

Top Word Pairs in Tweet in G8:
[172] ambassador,yovanovitch
[169] marie,yovanovitch
[149] president,trump
[124] witness,intimidation
[124] president,s
[122] ambassador,yovanovitch's
[122] yovanovitch's,removal
[122] removal,ukraine
[122] ukraine,beginning
[122] beginning,story

Top Word Pairs in Tweet in G9:
[130] marie,yovanovitch
[99] amb,yovanovitch
[65] yovanovitch,ends
[65] ends,testimony
[63] testimony,applause
[63] applause,public
[63] dude,realize
[63] realize,s
[63] s,testifying
[63] testifying,live

Top Word Pairs in Tweet in G10:
[162] ambassador,yovanovitch
[99] trump's,tweet
[98] trump,supporter
[98] supporter,cousin
[98] cousin,called
[98] called,today
[98] today,tell
[98] tell,watched
[98] watched,yovanovitch
[98] yovanovitch,hearing

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@cablueblaze
@mcfaul
@elisestefanik
@donaldjtrumpjr
@saracarterdc
@treygibbs28
@repmarkmeadows
@cnn
@potus

Top Replied-To in G1:
@donaldjtrumpjr
@jackposobiec
@potus
@elisestefanik
@realdonaldtrump
@liberty_uno
@repmarkmeadows
@tomfitton
@saracarterdc
@brandyzadrozny

Top Replied-To in G2:
@realdonaldtrump
@cnn
@donaldjtrumpjr
@repleezeldin
@therightmelissa
@nikkischwab
@johnrobertsfox
@chidinwatu
@johnbrennan
@rferl

Top Replied-To in G3:
@cablueblaze
@mcfaul
@rightsfest
@repmarkmeadows
@foxnewssunday
@johnjharwood
@seanhannity
@marthamcsally
@chaseja30624559
@denisewu

Top Replied-To in G4:
@jrubinblogger
@redpainter1
@sachet_nancy
@tk105186
@marisakabas
@politicussarah

Top Replied-To in G5:
@potus
@speakerpelosi
@svtnyheter
@realdonaldtrump
@acyn

Top Replied-To in G6:
@saracarterdc
@adamparkhomenko
@brandyzadrozny
@aoc
@gatewaypundit
@drgjackbrown
@cnn
@repadamschiff
@pmccor
@ddale8

Top Replied-To in G7:
@thehill
@repdennyheck
@secpompeo
@ac360
@alexftweets
@elisestefanik
@statedept
@stellaqueen1
@roper_93
@nurchnews

Top Replied-To in G8:
@do_or_do_notty
@repadamschiff
@johnwthompsonii
@realdonaldtrump
@jessecharleslee
@repleezeldin
@daweiner
@maggienyt
@jim_jordan
@jonlionfineart

Top Replied-To in G9:
@miriamelder
@sbg1
@broderick
@_esaliba
@girlsreallyrule
@nicholsuprising
@johncusack
@michaelsteele
@mcfaul
@npr

Top Replied-To in G10:
@elisestefanik
@funder
@dearauntcrabby
@mccaffreyr3
@thekjohnston

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@speakerpelosi
@devinnunes
@repchrisstewart
@repadamschiff
@jessebwatters
@rnicholasburns
@gatewaypundit
@repstefanik
@potus

Top Mentioned in G1:
@realdonaldtrump
@repchrisstewart
@jessebwatters
@gatewaypundit
@repstefanik
@potus
@rudygiuliani
@devinnunes
@repdevinnunes
@jim_jordan

Top Mentioned in G2:
@realdonaldtrump
@rnicholasburns
@speakerpelosi
@nicolledwallace
@repadamschiff
@repswalwell
@lawrence
@tribelaw
@twitter
@frankfigliuzzi1

Top Mentioned in G3:
@expobear1
@mcfaul
@rightsfest
@nuzzel
@speakerpelosi
@realdonaldtrump
@nytimes
@nybooks
@garytuchmancnn
@secpompeo

Top Mentioned in G4:
@politicususa
@yamiche
@judywoodruff
@speakerpelosi
@nickschifrin
@devinnunes
@rnicholasburns
@angrierwhstaff
@naveedajamali
@housegop

Top Mentioned in G5:
@speakerpelosi
@rnicholasburns
@huffpostpol
@mediaite
@realdonaldtrump
@repspeier
@facethenation
@potus
@repadamschiff
@gop

Top Mentioned in G6:
@devinnunes
@youtube
@realdonaldtrump
@saracarterdc
@gatewaypundit
@rudygiuliani
@repstefanik
@northadvocate
@repchrisstewart
@repadamschiff

Top Mentioned in G7:
@secpompeo
@garytuchmancnn
@russellberman
@realdonaldtrump
@repadamschiff
@devinnunes
@elisestefanik
@petesessions
@ap
@speakerpelosi

Top Mentioned in G8:
@repadamschiff
@potus
@speakerpelosi
@groth1945
@realdonaldtrump
@marykbruce
@repswalwell
@housedemocrats
@abc
@houseintel

Top Mentioned in G9:
@sbg1
@broderick
@repadamschiff
@tedracobb
@nbcnews
@afsatweets
@jackposobiec
@elisestefanik
@mikesallah7
@realdonaldtrump

Top Mentioned in G10:
@repmiketurner
@rnicholasburns
@repseanmaloney
@peterwelch
@repvaldemings
@congressmanraja
@housegop
@gop
@funder
@repadamschiff

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@telesurtv
@solutioneer72
@joefreedomlove
@independent
@iwd12
@nobby15
@thepoliticalcat
@tfcknsar
@myplace4u

Top Tweeters in G1:
@joefreedomlove
@myplace4u
@truckerbooman
@patriot_girl_tx
@michael2014abc
@9975ts
@soniaerasmus
@threadreaderapp
@realblack212
@ambinc1

Top Tweeters in G2:
@solutioneer72
@tfcknsar
@bkindngood
@cheezwitham
@b1e56df9ce6549f
@grandpooba5440
@pollsstar
@wildwillow65
@saveusrepublic2
@lisahauser8

Top Tweeters in G3:
@nobby15
@jodotcom
@slate
@nytimes
@redboybroken
@veggie64_leslie
@dunaisiaka
@lynncatwalters
@raphaelha67
@sallyagale

Top Tweeters in G4:
@catawu
@book___whore
@nikitakitty
@kdl0888
@aniljothomas
@klovesnature
@deifrankone
@runpattirun
@aleague88
@fangirl31

Top Tweeters in G5:
@mog7546
@gift2usa
@pingachoo
@bluedillygal
@funnagan
@smita093
@drewonline
@huffpostpol
@wtf_imtooold
@psybrspcsuprstr

Top Tweeters in G6:
@shoutgracegrace
@lacerci65
@9news
@amadii
@shad39
@janmareesmith2
@nydailynews
@rileyruson
@andyblandina
@weldtowrite

Top Tweeters in G7:
@thehill
@businessinsider
@usrealitycheck
@libertea2012
@huffpost
@princessbravato
@business
@lizditz
@callstadt
@jrbkjrbk

Top Tweeters in G8:
@independent
@gyggy
@monstermarcia
@victory1261
@cristinaprkr
@abc
@netbacker
@freenaynow
@washtimes
@owillis

Top Tweeters in G9:
@new_narrative
@arcticfox_am_i
@toliro
@keithmfitz
@thack86
@rob_camacho_sd
@shadowmalec23
@ridim_luv
@lillith6
@mamurphymaureen

Top Tweeters in G10:
@carolmaewy
@3chicspolitico
@safetypindaily
@johnapp63499667
@downatthepound
@yolie_rios
@therickwilson
@mklave
@susandanzig219
@funder


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